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Polina GollandView profile

Professor

• Biomedical Image Analysis
• Medical Vision
• AI & Machine Learning
• +8 more

Polina Golland is a Professor in the Department of Electrical Engineering and Computer Science (EECS) at MIT and a Principal Investigator in the Computer Science and Artificial Intelligence Laboratory (CSAIL). Her research focuses on developing novel techniques for biomedical image analysis and understanding, particularly in medical vision, AI/ML, and health care applications. She leads the Medical Vision Group and collaborates with the Vision Group at CSAIL. Her work emphasizes statistical modeling of medical images, shape modeling, and predictive analytics for biological processes. Current projects include fetal MRI analysis, cardiac MRI segmentation, and quantitative assessment of pulmonary edema in chest X-rays. She has secured grants from NIH, MIT-IBM Watson AI Lab, and other institutions to support her research. Dr. Golland teaches courses on inference, probability, and probabilistic systems. She advises graduate students in MIT's EECS program and has mentored numerous postdocs and researchers. Her lab focuses on translating advanced imaging techniques into clinical workflows, with applications in neuroimaging, fetal health monitoring, and cardiovascular disease analysis. Notable collaborations include work with Harvard Medical School affiliates, Brigham and Women's Hospital, and the MIT Jameel Clinic. Her research aims to bridge computational methods with clinical needs, improving diagnostic tools and treatment planning through machine learning and medical imaging innovation.

Shoudong HuangView profile

Professor

• Mobile robot navigation
• Simultaneous localization and mapping (SLAM)
• Underwater robotics
• +4 more

Shoudong Huang is a Professor at the School of Mechanical and Mechatronic Engineering , University of Technology Sydney, and Deputy Director of the UTS Robotics Institute. His research focuses on mobile robot navigation , SLAM , nonlinear state estimation , and surgical robotics . He has published over 200 papers and is recognized as one of the 100 Most Influential Scholars in Robotics (Aminer, 2018). PhD in Automatic Control, Northeastern University (China) Postdoctoral Research Fellow, University of Hong Kong (1998-2000) Research Fellow, Australian National University (2001-2003) Full-time academic roles at UTS since 2004 His work addresses challenges in robot localization across extreme environments (underwater, underground mining, surgical settings) and develops globally optimal SLAM algorithms with guaranteed performance. He has secured over $4 million AUD in external funding, including ARC Discovery grants and industry partnerships. Recent publications emphasize cross-modal calibration (camera-LiDAR), interval analysis for bounded noise , and template-based deformable surface reconstruction . These span applications in autonomous driving, surgical navigation, and UAV guidance. Chancellor’s Medal for Research Excellence (2020) Supervisor of the Year (2023) Best Paper Award (2016 ICARCV) Huang serves as Associate Editor for IEEE Transactions on Robotics and International Journal of Robotics Research , and has held leadership roles in top robotics conferences like IROS and RSS. His collaborations span MIT, USC, Zhejiang University, and industry partners including PMSW Research Pty Ltd and Multiplex Constructions Pty Ltd.

Zhi-Xun ShenView profile

Professor

• Condensed Matter Physics
• Materials Science
• Superconductivity
• +4 more

Zhi-Xun Shen is the Paul Pigott Professor in Physical Sciences at Stanford University, holding dual appointments in the Physics and Applied Physics Departments. He is a senior fellow at the Precourt Institute for Energy and serves on advisory boards for the Knight-Hennessy Scholars and Stanford Science Fellows programs. His research focuses on condensed matter and materials physics, particularly the electronic structures of superconductors, topological insulators, and novel materials. Dr. Shen pioneered advanced spectroscopic techniques, including photon-based imaging and scattering methods, and has authored over 600 publications with significant citation impact. His honors include the Kamerlingh Onnes Prize (2000), E.O. Lawrence Award (2010), and Oliver E. Buckley Prize (2011). He co-founded PrimeNano Inc., commercializing technologies from his lab, such as microwave impedance microscopy. His work bridges fundamental physics with energy-related applications, emphasizing the interplay between electronic structure and material properties. Dr. Shen’s research group explores cutting-edge topics like topological surface states, electron-phonon interactions, and superconductivity mechanisms. His inventions, such as non-resonance microwave imaging, have found applications in materials characterization. He remains active in advancing instrumentation and fostering interdisciplinary collaborations through his academic and industry roles.

Michael A OsborneView profile

Professor

• Machine Learning
• Bayesian Optimization
• Gaussian Processes
• +3 more

Michael A Osborne is Professor of Machine Learning at the University of Oxford and leads the Bayesian Exploration Lab . He serves as Director of the EPSRC Centre for Doctoral Training in Autonomous Intelligent Machines and Systems and co-directs the Oxford Martin AI Governance Initiative. His research focuses on Bayesian optimization, Gaussian processes, and probabilistic numerics with applications in quantum devices, battery modeling, and AI governance. Key Positions: Professor of Machine Learning, University of Oxford Official Fellow, Exeter College Co-founder of Mind Foundry Lead Researcher, Oxford Martin Programme on Technology and Employment Research Themes: Probabilistic modeling for quantum systems Uncertainty quantification in energy storage AI safety and societal impact analysis Automated experimental design Quantum device calibration Probabilistic numerical methods Technical Contributions: Bridging reality gap in quantum devices Efficient Bayesian quadrature techniques Personalized neurostimulation algorithms Automated measurement protocols Quantum-classical hybrid ML

• Medical Physics
• Radiation Oncology
• Medical Imaging
• +3 more

Dr. Saree Alnaghy is an Honorary Associate Professor at the University of Wollongong's Faculty of Engineering and Information Sciences, affiliated with the Centre for Medical Radiation Physics. She holds a Bachelor of Medical and Radiation Physics (Honours) and a PhD in Physics from the University of Wollongong (2009–2017). Her research focuses on advanced medical imaging and radiation therapy technologies, including photon counting detectors, dosimetry systems, and robotic motion phantoms for quality assurance. Key research areas include: Development of novel X-ray detectors for radiotherapy guidance High-resolution dosimetry techniques using silicon and polymer-based systems Integration of real-time imaging in radiation therapy Robotic systems for motion management in oncology Her work has been supported by grants such as 'Sharper Targeting, Brighter Future' (2024) and 'Bringing Colour to Radiotherapy' (2021–2025). She currently supervises PhD and MRes students on projects involving photon counting CT scanners and radiotherapy imaging. Alnaghy also serves as a Radiation Oncology Medical Physics Registrar at the Nelune Comprehensive Cancer Centre.

Yin BaoView profile

Assistant Professor

• Robotics and Controls
• Agricultural Automation
• Precision Farming
• +4 more

Yin Bao is an Assistant Professor in Plant and Soil Sciences and Mechanical Engineering at the University of Delaware since 2023, previously holding the same position at Auburn University's Department of Biosystems Engineering (2019-2023). He holds a BE in Mechanical Engineering from China Agricultural University (2012) and a PhD in Agricultural and Biosystems Engineering from Iowa State University (2018), followed by postdoctoral research there until 2019. His research focuses on automation technology for agriculture and forestry, leveraging robotics, machine learning, and sensing systems to develop tools for precision farming and plant phenotyping. Key areas include unmanned systems (UGVs/UAVs), spectral imaging, and AI-driven predictive models for crop and livestock management. Recent work emphasizes automated inventory systems for forest nurseries, UAV-based vegetation assessment, and machine learning applications in crop yield prediction. His publications span robotic guidance systems, root segmentation in X-ray CT scans, and equine gait analysis using deep learning. Notable projects include the Robotic Assay for Drought (RoAD) system and the 'smart canopy' sorghum initiative. Collaborative efforts involve integrating multifrequency microwave sensing and electronic nose technologies for crop quality analysis.

Malte OppermannView profile

Professor

• Ultrafast spectroscopy
• Chiral dynamics
• Molecular dynamics
• +4 more

Prof. Dr. Malte Oppermann is a full Professor at the University of Basel , leading the Ultrafast Chiral Dynamics Laboratory within the Department of Chemistry. His group specializes in developing cutting-edge time-resolved spectroscopic techniques to probe molecular transformations on femtosecond to microsecond timescales, focusing on chirality and structural dynamics in complex systems. Research Focus: Ultrafast Chiral Spectroscopy : Using circularly polarized laser pulses to resolve structural changes in chiral systems. Molecular Motors & Protein Dynamics : Capturing conformational changes in synthetic motors and proteins in native environments. Photoactive Materials : Investigating light-energy conversion mechanisms in chiral photochemical systems. His research bridges physics and chemistry, employing state-of-the-art laser technology and collaborating internationally across synthesis, spectroscopy, and theory. Publications & Impact: Prof. Oppermann’s work (2011–2025) spans ultrafast spectroscopy , chiral dynamics , nanomaterials , and biomolecular photophysics . Key themes include spin-crossover dynamics, DNA photodamage, and plasmonic nanoparticles, with techniques like transient X-ray absorption and deep-UV circular dichroism. Team & Opportunities: The group actively recruits MSc/PhD students and postdocs in physics, chemistry, and materials science. Interested candidates are encouraged to contact Prof. Oppermann directly.

Anthony RollettView profile

Professor

• Additive Manufacturing
• Advanced Materials Processing and Manufacturing
• Digital Twins
• +6 more

Anthony Rollett is a Professor in the Department of Materials Science and Engineering at Carnegie Mellon University , where he has been a faculty member since 1995. He serves as the Principal Investigator and Co-Director of the NASA-supported Institute for Model-Based Qualification & Certification of Additive Manufacturing (IMQCAM) and co-director of the Next Manufacturing Center . Prior to CMU, he held leadership roles at Los Alamos National Laboratory (1991-1995). Education: Ph.D., Materials Engineering, Drexel University (1987) MA, Metallurgy and Materials Science, Cambridge University (1977) Research Interests: Rollett’s work focuses on microstructural evolution and microstructure-property relationships in 3D using experiments and simulations. His expertise spans additive manufacturing , metal 3D printing , materials for energy systems , grain growth , recrystallization , and stereology , with techniques like high-energy diffraction microscopy (HEDM) and dynamic x-ray radiography (DXR) . Scientific Contributions: He has over 320 peer-reviewed publications and an h-index >80 . His recent articles highlight machine learning for laser processing , fatigue analysis of additively manufactured alloys, and design optimization for heat exchangers in supercritical CO2 and solar thermal applications . Scientific Awards: Fellow of ASM International (1996) Fellow of the Institute of Physics (UK) (2004) Fellow of The Minerals, Metals & Materials Society (TMS) (2011) Cyril Stanley Smith Award (TMS, 2014) Member of Honor, French Metallurgical Society (2015) US Steel Professor (2017) Francqui International Professor (2020-2021) International FAME Award (2023) Leadership & Impact: Rollett co-led the development of a NASA Space Technology Research Institute for additive manufacturing and established a new master’s program in additive manufacturing (2018). His research group is funded by industry , federal agencies , and Pennsylvania state grants . He also serves on the Basic Energy Science Advisory Committee and Defense Programs Advisory Committee for the Department of Energy.

Robert J. HamersView profile

Professor

• Electrochemistry
• Nanotechnology
• Materials Science
• +9 more

Robert J. Hamers is a Professor of Chemistry and the Steenbock Professor of Physical Science at the University of Wisconsin-Madison . He serves as the Director of the Center for Sustainable Nanotechnology , a multi-institutional collaboration, and is a Senior Editor for Accounts of Chemical Research . Additionally, he co-founded the startup Silatronix, Inc. and leads the ACS/UW-Madison Bridge to the Chemistry Doctorate Program . B.S. in Chemistry, University of Wisconsin-Madison (1980) Ph.D. in Chemistry, Cornell University (1986) Hamers' research focuses on surface chemistry, nanotechnology, and renewable energy , with specific interests in electrochemical energy storage, photoelectron emission mechanisms, and environmental impacts of nanomaterials . His group develops ultra-stable surface chemistries for energy devices and investigates charge-transfer processes at material interfaces . Recent publications highlight advances in diamond-based materials , organosilicon electrolyte additives , and environmental fate of nanomaterials . Scientific recognitions include the Wisconsin Distinguished Professor title. His work bridges fundamental surface science with applied technologies through collaborations with academic institutions, national laboratories, and industry partners like Dow Chemical . The Hamers Group actively trains graduate students and postdoctoral researchers in multidisciplinary approaches.

Jörg F. LöfflerView profile

Professor

• Bulk Metallic Glasses
• Metallic Biomaterials
• Magnetic Materials
• +4 more

Jörg F. Löffler is a Full Professor of Metal Physics and Technology at the Department of Materials, ETH Zürich , where he has been since 2003. He previously served as Chairman of the Department (2010–2013) and holds Adjunct Professor positions at Tohoku University (Japan) and a Visiting Faculty role at Caltech. His research focuses on bulk metallic glasses , metallic biomaterials , and magnetic materials , combining synthesis, characterization, and applications in biomedical and structural contexts. Educations : Studied Physics and Materials Science at Saarland University (Germany), earned his doctorate at ETH Zurich and Paul Scherrer Institute on magnetism and neutron scattering (1997). Research Trends : Recent work explores additive manufacturing (e.g., laser powder bed fusion), biodegradable magnesium alloys for implants, and magneto-structural coupling in metallic glasses. Collaborative efforts integrate in situ analysis with computational modeling. Scientific Awards : International Magnesium Science and Technology Award (2023) MRS Fellow (2021) DGM 'Breakthrough' Prize (2016) Masing Memorial Prize (2005) ETH Zurich Medal (1998) Alexander von Humboldt Fellowship (1998-2001) Löffler advises the Department of Materials Science and Engineering at UC Davis and serves on editorial boards. His group at ETH Zürich investigates advanced metallic materials using synchrotron radiation and neutron scattering facilities.

• Material Science
• Biohybrid Materials
• Environmental Applications
• +3 more

Christophe Meunier is a researcher specializing in hybrid materials, particularly focusing on biohybrid systems that integrate biological components with inorganic matrices. His work emphasizes environmental applications and biomedical innovations through advanced material design. Key Collaborations: Su, B. L., Michiels, C., Wang, L. Research Themes: Photosynthesis mimicry, cell therapy microcapsules, hybrid alginate-TiO₂ systems Research Focus: Meunier has pioneered the biomimicry of photosynthesis via biosystem immobilization in silica matrices, aiming to create 'living materials' with functional biological-inorganic interfaces. His recent projects explore alginate@TiO₂ hybrid microcapsules for controlled insulin delivery and cell therapy applications, demonstrating high biocompatibility and stability. Academic Contributions: With 34 research outputs spanning material science, biomedical engineering, and environmental applications, Meunier's work aligns with UN Sustainable Development Goals through innovative hybrid material design. His collaboration network includes experts in chemistry, physics, and medical fields.

Vadim CherezovView profile

Professor

• Membrane Protein Structure and Function
• G Protein-Coupled Receptors (GPCRs)
• Lipid-Protein Interactions
• +3 more

Vadim Cherezov, the Ester Dornsife Chair in Biological Sciences and Professor at the University of Southern California (USC), leads groundbreaking research in membrane protein structure and function. Affiliated with the Bridge Institute, Department of Chemistry, and Michelson Center for Convergent Bioscience, his work focuses on GPCRs, ion channels, and transporters—critical targets for drug discovery. His team leverages advanced techniques like Lipidic Cubic Phase (LCP) and Serial Femtosecond Crystallography (SFX) at XFEL facilities to solve high-resolution structures under physiological conditions. Institutional Affiliations: Bridge Institute, USC Michelson Center, Department of Chemistry, Department of Pharmacology and Pharmaceutical Sciences. Key Collaborations: Katritch Lab, Kuhn Lab, NIH, European XFEL. His research explores the role of lipids in modulating GPCR function, addressing diseases like Alzheimer’s, diabetes, and cancer. By solving the structure of the A 2A adenosine receptor via sulfur SAD phasing at XFEL, Cherezov’s lab demonstrated de novo phasing without heavy atoms. This breakthrough enables structural studies of previously intractable membrane proteins. Scientific Awards & Grants: NIH R01 GM108635, U54 GM094618, U54 GM094599, R01 GM095583 Science Signaling Breakthroughs of the Year (2014) Cherezov mentors a dynamic team, including postdocs (e.g., Dong-Gyun Kim), graduate students (e.g., Behnaz Davoudinasab), and alumni (e.g., Benjamin Stauch at Eli Lilly, Nairie Michaelian at Genentech). His lab’s publications span Nature , Science , and Cell , with recent work on Science Advances (2025) addressing ABEL-FRET for GPCR dynamics.

Beatriz NohedaView profile

Professor

• Physics, Condensed Matter
• Nanoscience & Nanotechnology
• Applied Physics
• +13 more

Beatriz Noheda is a Full Professor of Functional Nanomaterials at the University of Groningen's Faculty of Science and Engineering, where she chairs the Solid State Materials for Electronics group at the Zernike Institute for Advanced Materials. She also serves as the founding Director of the Groningen Cognitive Systems and Materials center (CogniGron). Her academic journey began with a PhD in Physics from the Autonomous University of Madrid in 1996, followed by research positions at Brookhaven National Laboratory and various European institutions before joining Groningen through the prestigious Rosalind Franklin Fellowship program in 2004. Her research interests span the physics of functional materials with particular emphasis on ferroelectric, piezoelectric, and multiferroic thin films . She investigates the relationship between structure and functionality, focusing on nano-domain control through strain engineering and the unique properties of domain walls. Her work bridges fundamental physics with two promising application areas: piezoelectric energy harvesting for low-power electronics and the development of novel materials for neuromorphic computing . This dual focus reflects her vision of enabling the next technological revolution through materials science. Noheda's publication record shows a clear evolution from fundamental structural studies of ferroelectric materials toward cutting-edge research in hafnia-based ferroelectrics and neuromorphic computing materials. Her most recent work focuses on oxygen migration in hafnium-zirconium oxide systems, metal-insulator transitions in nickelates, and the development of novel ferroelectric phases suitable for next-generation electronic devices. These publications demonstrate her leadership in advancing the field from basic understanding toward practical applications in memory devices and cognitive computing systems. Fellow of the American Physical Society (2011) - awarded for fundamental structural studies of new phases in perovskite-type ferroelectric materials and domain nanostructures IEEE Robert E. Newnham Ferroelectrics Award (2020) - for outstanding contributions to understanding giant piezoelectricity in lead zirconate titanate Member of the Netherlands Academy of Technology and Innovation (AcTI) (2022) Elected Senior member IEEE (2021) Rosalind Franklin Fellowship (2004) - enabling her successful academic career in Groningen Noheda has secured substantial research funding throughout her career, including a Rosalind Franklin Fellowship (2004-2009), VIDI-NWO Fellowship (2004-2008), TOP-NWO project on Functional Nanowalls (2007-2012), multiple Zernike Institute Dieptestrategie grants, and a significant TOP-PUNT grant (2016-2021). She has supervised numerous students and early-career researchers, contributing to the development of the next generation of materials scientists. Her leadership extends to editorial roles on prestigious journals including Science, Physical Review Applied, and npj Quantum Materials. As Director of CogniGron, Noheda leads an interdisciplinary center focused on developing materials and systems for cognitive computing. Her team combines expertise in functional oxides, nanoelectronics, and neuromorphic engineering to create novel computing paradigms inspired by the human brain. The center represents a strategic initiative at the University of Groningen to position itself at the forefront of cognitive systems research.

Joël BruggerView profile

Professor

• Synchrotron Geosciences
• Geochemistry
• Mineralogy
• +7 more

Joël Brugger is a Professor of Synchrotron Geosciences at Monash University, where he is affiliated with the School of Earth, Atmosphere and Environment. He earned his PhD from the University of Basel in 1996 and has held academic and research positions at the University of Adelaide and South Australian Museum before joining Monash in 2014. His research leverages advanced synchrotron techniques to investigate geochemical processes in natural and anthropogenic systems. His research interests include: Synchrotron-based geochemistry Formation of rare earth element deposits Biogeochemical cycling of critical and toxic elements (e.g., tellurium) Environmental behavior of radioactive particles (e.g., plutonium at Maralinga) Mineral-microbe-fluid interactions Sustainable mineral extraction technologies His recent publications highlight the use of high-energy X-rays to study ore formation, nanoparticle dynamics, and environmental contamination. These works demonstrate a strong trend toward interdisciplinary, experiment-driven geochemistry with implications for renewable energy and environmental safety. His research is frequently published in high-impact science communication platforms and peer-reviewed journals. Scientific awards and recognitions include: No specific awards listed in the source material. He actively engages in research supervision, consulting, and media outreach. His work is supported by the Australian Research Council and industry partners in the mining sector. He leads a multidisciplinary team and collaborates internationally, particularly in synchrotron science facilities in Europe. He has contributed to studies involving nanoscale imaging, environmental risk assessment, and clean technology development. He is involved in research teams and labs such as: Minerals, Microbes and Solutions research group (formerly at University of Adelaide) Monash Centre for Electron Microscopy Collaborations with Diamond Light Source (UK) and European Synchrotron Radiation Facility (France)

• Heterogeneous Catalysis
• Nanomaterials
• In Situ Spectroscopic Techniques
• +7 more

Dr. Simon Beaumont is an Associate Professor in the Department of Chemistry at Durham University , with additional responsibilities as Associate Dean (PGR) in the Faculty of Science. His research program integrates heterogeneous catalysis , nanomaterials , and in situ spectroscopic techniques to develop sustainable chemical processes. BA & MSci Natural Sciences, University of Cambridge (2003-2007) PhD in Heterogeneous Catalysis, University of Cambridge (2010) Postdoctoral Fellowship at UC Berkeley (2010-2012) Research foci include mechanistic studies of catalytic processes, nanoparticle synthesis , and in situ characterization via X-ray absorption (NEXAFS), DRIFTS, and Raman. His work addresses challenges in CO2 hydrogenation , biomass conversion , and environmental remediation , supported by national/EU/industrial funding. Recent publications highlight trends in selective hydrogenation (furfural), multi-functional catalysts (acid-base systems), and nanoparticle stability under reactive conditions. All studies emphasize molecular-level understanding for practical catalyst design. Scientific awards include Leverhulme Trust and Addison Wheeler fellowships. Teaching portfolio spans first-year laboratories , organic chemistry tutorials , and advanced catalysis lectures . Supervision of five research postgraduates and leadership of industry-funded projects further demonstrate his academic impact.